The Linus Brief — October 11, 2026

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The importance of balancing reliance on Large Language Models (LLMs) with more t

Long-form writing is said to push users to think harder and think more clearly.

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# Teaching students to write # Progymnasmata is an ancient Greek program that pr

This traditional method emphasizes the development of fundamental skills such as grammar, style, and rhetoric. It offers a valuable a

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The pelican on the bicycle test is a tool used for testing Large Language Models

The test, mentioned in Simon Willison's article "six months in LLMs", involves presenting a picture of a pelican riding a bicycle to an LLM and observing its response. A related development is that the u

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Asking an LLM to "structure your response as HTML" and viewing the generated fil

This technique has also been applied to creating slideshows from LLM output. This hack showcases the versatility of language models' output formats.

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The website FMHY (Free Media Heck Yeah) offers a vast collection of free media f

The site remains available despite these efforts to suppress it. It's a valuable resource for those seeking free media.

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Ensure team reads "The Trouble with Datasets" before sharing charts from https:/

Ensure team reads "The Trouble with Datasets" before sharing charts from https://x.com/AnjneyMidha/status/2057821950798700736 to maintain data integrity and avoid misleading results.

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The tweet discusses the potential of Large Language Models (LLMs) to create new

An example mentioned is the "menugen" app which can be fully consumed by an LLM, highlighting new horizons for the technology.

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Neil Patrick Harris quotes Andrew Karpathy on the importance of curiosity and li

He emphasizes that building a business is "a continuous process of making mistakes" and learning from them.

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# SpaceX has multiple facets to its story that can be viewed from various angles

# personal knowledge #SpaceX

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Start a faceless business without relying on personal branding or camera presenc

Utilize 7 prompts to build income quietly in the background.

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# Joined Anthropic to work on LLMs and rekindle passion for education #artificia

# Joined Anthropic to work on LLMs and rekindle passion for education #artificialintelligence

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Accelerates innovation by bridging the gap from silicon design to deployment.

This could be a valuable insight for those building or investing in AI infrastructure.

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The self SNAG (Self-Resistance Neuromuscular Activation Technique) is a physical

This technique can provide valuable insights into the effectiveness of treatments for neck and other musculoskeletal

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The tweet highlights the benefits of personalizing AI models with explicit memor

This approach differs from traditional AI improvements that rely on usage or training data. By leveraging user-inputted content, AI models can be tailo

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Hooked up a rotary phone from the 1920s to an AI agent that responds on a mechan

The project utilizes @cursor_ai technology. This unique setup could be an innovative solution for those seeking to minimize digital distractions.

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Investigating how people can leverage AI to increase government accountability a

This could involve using data visualization tools or other digital methods to make governance more accessible.

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The tweet describes an experiment where an LLM can be asked to identify if a giv

This finding could have implications for understanding

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A former Apple Store employee shares an observation about the universal setup pr

This anecdote highlights the predictable nature of consumer behavior in tech products.

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Long ramble sessions can help LLMs understand the context of a task by providing

Long ramble sessions can help LLMs understand the context of a task by providing more input and allowing them to generate more output.* This technique is suggested as a workaround for when you're too lazy to provide all the details yourself.*

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There is a growing gap in understanding of AI capability due to a lack of recenc

This suggests that people are forming opinions based on limited interactions, potentially leading to an inaccurate perception of AI's capabilities. https://x.com/karpathy/status/20423344516116

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# Implemented a personal OS to store and manage important data, significantly im

# Implemented a personal OS to store and manage important data, significantly improving productivity # Utilized Claude as the personal assistant platform for task management, finance tracking, calendar organization, and journaling # A customizable solution that can be adapted by others.

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Claude Fable 5 is an improved model to Mythos with added safeguards and strong p

It marks a major version bump forward.

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OpenClaw moment highlights the significance of agentic models being accessible t

This shift in perception can be attributed to the recent development of these models.

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Curated from the Twitter post by Karpathy: Testing an LLM's generalization capab

This can help evaluate the model's ability to generalize well.

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Use the ASD-STE100 language specification to prompt LLMs for explanations of com

This controlled language specification can help model outputs be more informative and less vague.

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# Two horror novels that the user would like to see adapted into film or a limit

# Two horror novels that the user would like to see adapted into film or a limited series #

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Summary of new approach to interacting with Claude that aims to be more "inline"

This shift could improve user experience and workflow integration.

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A viral video suggesting an effective exercise routine that targets the thigh ga

The user found the method convenient for its minimal equipment requirements and accessibility.